Ian Goodfellow
Ian Goodfellow | |
---|---|
DeepMind Google DeepMind | |
Thesis | Deep Learning of Representations and its Application to Computer Vision (2014) |
Doctoral advisor | Yoshua Bengio Aaron Courville |
Website | www |
Ian J. Goodfellow (born 1987
Education
Goodfellow obtained his B.S. and M.S. in computer science from Stanford University under the supervision of Andrew Ng (co-founder and head of Google Brain), and his Ph.D. in machine learning from the Université de Montréal in April 2014, under the supervision of Yoshua Bengio and Aaron Courville.[6][7] Goodfellow's thesis is titled Deep learning of representations and its application to computer vision.[8][9]
Career
After graduation, Goodfellow joined Google as part of the Google Brain research team.[10] In March 2016 he left Google to join the newly founded OpenAI research laboratory.[11] Barely 11 months later, in March 2017, Goodfellow returned to Google Research[12] but left again in 2019.[13]
In 2019 Goodfellow joined
Research
Goodfellow is best known for inventing
At Google, Goodfellow developed a system enabling Google Maps to automatically transcribe addresses from photos taken by Street View cars[18][19] and demonstrated security vulnerabilities of machine learning systems.[20][21]
Recognition
In 2017, Goodfellow was cited in MIT Technology Review's 35 Innovators Under 35.[22] In 2019, he was included in Foreign Policy's list of 100 Global Thinkers.[23]
References
- ^ a b "Katalog der Deutschen Nationalbibliothek". portal.dnb.de.
- ^ Goodfellow, Ian; Bengio, Yoshua; Courville, Aaron (2016). Deep Learning. Cambridge, Massachusetts: MIT Press.
- ^ "Artificial Intelligence: A Modern Approach - The Definitive AI Book". How to Learn Machine Learning. 2020. Retrieved 19 December 2022.
- ISBN 978-0134610993.
- ^ "Nobel Week Dialogue". NobelPrize.org. Retrieved 19 December 2022.
- ^ "Top 12 AI Leaders and Researchers you Should Know in 2022". Great Learning Blog: Free Resources what Matters to shape your Career!. 9 May 2022. Retrieved 19 December 2022.
- ^ La Barbera, Steve (27 March 2019). "Montreal's Yoshua Bengio Honored with the 'Nobel Prize' of Computing". Montreal in Technology. Retrieved 19 December 2022.
- hdl:1866/11674.
- ^ "Ian Goodfellow PhD Defense Presentation". Universite de Montreal. Retrieved 27 October 2020.
- ISBN 978-1-5247-4269-0. Retrieved 19 December 2022.
- ^ Metz, Cade (27 April 2016). "Inside OpenAI, Elon Musk's Wild Plan to Set Artificial Intelligence Free". Wired. Retrieved 31 July 2016.
- ^ Metz, Cade (19 April 2018). "A.I. Researchers Are Making More Than $1 Million, Even at a Nonprofit". The New York Times. Retrieved 19 December 2022.
- ^ a b Novet, Jordan (5 April 2019). "Apple hires AI expert Ian Goodfellow from Google". www.cnbc.com. Retrieved 5 April 2019.
- ^ "Apple's Director of Machine Learning Resigns Due to Return to Office Work". MacRumors. Retrieved 7 May 2022.
- ^ Greene, Tristan (19 May 2022). "Losing Ian Goodfellow to DeepMind is the dumbest thing Apple's ever done". TNW | Neural. Retrieved 11 June 2022.
- S2CID 215882738. Retrieved 19 December 2022.
- ].
- ^ "How Google Cracked House Number Identification in Street View". MIT Technology Review. 6 January 2014. Retrieved 31 July 2016.
- ^ Ibarz, Julian; Banerjee, Sujoy (3 May 2017). "Updating Google Maps with Deep Learning and Street View". Research Blog. Retrieved 4 May 2017.
- ^ Gershgorn, Dave (30 March 2016). "Fooling the Machine". Popular Science. Retrieved 31 July 2016.
- ^ Gershgorn, Dave (27 July 2016). "Researchers Have Successfully Tricked A.I. Into Seeing The Wrong Things". Popular Science. Retrieved 31 July 2016.
- ^ Knight, Will (16 August 2017). "Ian Goodfellow". MIT Technology Review.
- ^ "A decade of Global Thinkers". Foreign Policy. 2019.